Every filter hit with its evidence. The shadow tag means it would have fired but was not enforced.
Feature weights are learnable parameters. The model tunes them itself from actual outcomes: a week later it is visible which burst grew into a live topic and which one faded. Drift shows how far a weight has moved from its starting expert estimate.